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Add Calibtool for GluonCV #893

Merged
merged 22 commits into from
Aug 12, 2019
Merged

Add Calibtool for GluonCV #893

merged 22 commits into from
Aug 12, 2019

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xinyu-intel
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Pending on apache/mxnet#15754

Add quantize_net() function for quantizing a gluon hybridblock and enabled in imagenet_classification and ssd models. More models are under evaluation.

UT is ready.
Docs are WIP.

@pengzhao-intel @zhreshold @wuxun-zhang

@xinyu-intel xinyu-intel self-assigned this Aug 5, 2019
pengzhao-intel
pengzhao-intel reviewed Aug 8, 2019
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scripts/detection/ssd/README.md
ssd_512_vgg16_atrous_voc | 215.05 | 32.63 | 6.76 | 36.56 | 78.82 | 78.82
ssd_512_mobilenet1.0_voc | 28.98 | 6.97 | 65.55 | 210.17 | 75.51 | 75.49
ssd_512_resnet50_v1_voc | 52.77 | 11.75 | 28.68 | 143.61 | 80.24 | 80.23

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Add FCN?

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Okay, I'll apply calibtool to fcn.

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Now, there is very little content displayed in README of segmentation part. I can work on FCN part with @xinyu-intel.

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mli commented Aug 8, 2019

Job PR-893-3 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/3/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

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mli commented Aug 8, 2019

Job PR-893-4 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/4/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

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mli commented Aug 8, 2019

Job PR-893-5 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/5/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

@wuxun-zhang wuxun-zhang mentioned this pull request Aug 8, 2019
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mli commented Aug 8, 2019

Job PR-893-6 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/6/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

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mli commented Aug 8, 2019

Job PR-893-7 is done.
Docs are uploaded to http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/7/index.html
Code coverage of this PR: pr.svg vs. Master: master.svg

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@pengzhao-intel @zhreshold http://gluon-vision-staging.s3-website-us-west-2.amazonaws.com/PR-893/7/build/examples_deployment/int8_inference.html

@xinyu-intel xinyu-intel changed the title [WIP]Add Calibtool for GluonCV Add Calibtool for GluonCV Aug 9, 2019
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requesting @hetong007 for review as imagenet part is involved

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Thanks for approval. Merging now:)

@xinyu-intel xinyu-intel merged commit 059e6de into dmlc:master Aug 12, 2019
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@pengzhao-intel pengzhao-intel pengzhao-intel left review comments

@wuxun-zhang wuxun-zhang wuxun-zhang left review comments

@hetong007 hetong007 hetong007 approved these changes

@zhreshold zhreshold zhreshold approved these changes

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@xinyu-intel @mli @zhreshold @hetong007 @pengzhao-intel @wuxun-zhang